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Top Tech Companies in Singapore (3,420)

Vantor
Aerospace • Artificial Intelligence • Computer Vision • Software • Analytics • Defense • Big Data Analytics
Vantor is forging the new frontier of spatial intelligence to unlock a more autonomous, interoperable world.

Vantor is forging the new frontier of spatial intelligence to unlock a more autonomous, interoperable world. We empower decision makers and operators with the clarity they need to navigate what’s happening now and shape what’s coming next. Our AI-powered spatial intelligence platform fuses data from the world’s highest-resolution satellites with real-time sensor feeds from space, air, and ground to create...

Vantor

Vantor's Top Stability & Growth Strengths

Market Expansion: New U.S. defense awards and a high-profile European partnership suggest expanding reach across government markets, including an Army production ceiling up to $217M and NGA change-detection work. External coverage and contract disclosures point to growing activity in the U.S. and Europe.

Product Line Growth: Recent launches span an AI-powered platform (Tensorglobe), rapid 3D terrain offerings (WorldView 3D), and mission software like Raptor and Sentry. Media coverage of new 3D capability underscores fresh customer-facing products and visibility.

Strategic Partnerships: Partnerships with defense and technology leaders are emphasized, such as a 2026 pact with Rheinmetall and collaborations integrating Google’s Earth AI models into Tensorglobe. These relationships position Tensorglobe as foundational in European sovereign intelligence efforts and broaden solution integration.

Datadog
Artificial Intelligence • Cloud • Security • Software • Cybersecurity
16 Offices
6,500 Employees
104 Benefits Hiring Now
We are building the monitoring and security platform for developers, IT ops teams and business users in the cloud age.

Datadog (NASDAQ: DDOG) is a global SaaS business, delivering a rare combination of growth and profitability. We are on a mission to break down silos and solve complexity in the cloud age by enabling digital transformation, cloud migration, and infrastructure monitoring of our customers' entire technology stacks. Built by engineers, for engineers, Datadog is used by organizations of all sizes...

Datadog

Datadog's Top Stability & Growth Strengths

Strong Revenue Growth: Revenue is accelerating, with Q1 2026 reaching $1.006B and FY 2025 at $3.43B. Management raised the full‑year 2026 outlook to $4.30–$4.34B, indicating confidence in ongoing expansion.

Healthy Cash Flow: Cash generation is robust, with Q1 2026 operating cash flow of $335M and free cash flow of $289M, and FY 2025 producing $1.05B OCF and $915M FCF. This provides strong internal funding to support growth and investment.

Product Line Growth: Recent launches such as MCP Server, Bits AI Security Agent, and GPU Monitoring signal continued expansion across observability and security. This product velocity supports deeper adoption and cross‑sell into larger customer cohorts.

CSC
Fintech • Legal Tech • Software • Financial Services • Cybersecurity • Data Privacy
41 Offices
8,500 Employees
99 Benefits Hiring Now
CSC is a global leader in providing business, legal, tax, and digital brand services to companies around the world.

CSC is a global leader in providing business, legal, tax, and digital brand services to companies around the world. With more than 8,000 employees, CSC operates in more than 140 jurisdictions, delivering solutions that help businesses thrive. We pride ourselves on our client-focused approach, market-leading expertise, and unmatched global reach.

CSC

CSC's Top Stability & Growth Strengths

Market Expansion: Geographic footprint is described as spanning 140+ jurisdictions following the Intertrust integration, with a new, larger Luxembourg office opened in June 2024 “as it builds for continued growth.” Headcount and global scale appear materially larger than pre‑deal, signaling expanded operating reach.

Product Line Growth: Capabilities have been broadened via bolt‑ons such as acquiring Eddystone Financial Services to expand loan‑agency services in Australasia and ongoing solutions across funds, capital markets, and digital brand protection. The April 2024 full rebrand of Intertrust to CSC consolidates an expanded suite across corporate, fund, capital markets, and private client solutions.

Strong Market Position & Advantage: Positioning emphasizes deep penetration among large enterprises and global brands, suggesting durable, recurring demand for administration and compliance services. External recognition such as The Drawdown’s 2026 “Fund Administration: Technology & Innovation” award signals momentum in technology‑enabled private‑markets services.

Mastercard
Blockchain • Fintech • Payments • Consulting • Cryptocurrency • Cybersecurity • Quantum Computing
We are a global technology company in the payments industry.

Mastercard powers economies and empowers people in 200+ countries and territories worldwide. Together with our customers, we’re building a resilient economy where everyone can prosper. We support a wide range of digital payments choices, making transactions secure, simple, smart and accessible. Our technology and innovation, partnerships and networks combine to deliver a unique set of products and services that help...

Mastercard

Mastercard's Top Stability & Growth Strengths

Strong Revenue Growth: Net revenue increased at double‑digit rates in 2025 and again in Q1 2026, with guidance pointing to continued low‑teens expansion through 2026. Growth is supported by rising GDV, cross‑border volumes, and switched transactions.

Profitability: Operating income and margins expanded in 2025, and EPS rose strongly into Q1 2026, indicating healthy operating leverage. High‑yield cross‑border activity contributed meaningfully to earnings momentum.

Diversified Revenue Streams: Value‑Added Services and Solutions grew faster than the core network in 2025 and Q1 2026 and now account for roughly 40% of net revenue. This mix shift broadens revenue drivers beyond transactional volume fees and adds resilience.

Coinbase
Artificial Intelligence • Blockchain • Fintech • Financial Services • Cryptocurrency • NFT • Web3
Coinbase is on a mission to increase economic freedom for more than 1 billion people.

Crypto creates economic freedom by ensuring that people can participate fairly in the economy, and Coinbase (NASDAQ: COIN) is on a mission to increase economic freedom for more than 1 billion people. We’re updating the century-old financial system by providing a trusted platform that makes it easy for people and institutions to engage with crypto assets, including trading, staking, safekeeping,...

Coinbase

Coinbase's Top Stability & Growth Strengths

Strong Market Position & Advantage: Market share is reported at an all‑time high of 8.6% in Q1 2026, aided by rapid growth in derivatives and execution on the “Everything Exchange” strategy. This points to share gains even as broader market activity softened.

Diversified Revenue Streams: Management highlights 12 product lines each at $100M+ annualized revenue, subscriptions and services at 44% of net revenue in Q1 2026, and record USDC balances on platform. Retail derivatives also surpassed a $200M annualized pace, broadening the mix beyond spot trading fees.

Innovation-Driven Growth: Pushes into derivatives (including U.S. perpetual‑style futures), prediction markets, and DEX integration supported late‑2025 and Q1 2026 share gains. Prediction markets reached a ~$100M annualized run rate within two months, indicating rapid uptake of new offerings.

ZS
Artificial Intelligence • Healthtech • Professional Services • Analytics • Consulting
Where passion changes lives

ZS is a management consulting and technology firm that partners with companies to improve life and how we live it. We transform ideas into impact by bringing together data, science, technology and human ingenuity to deliver better outcomes for all. Founded in 1983, ZS has more than 15,000+ employees in over 40 offices worldwide.

ZS

ZS's Top Stability & Growth Strengths

Product Line Growth: The launch of a dedicated Platform & Products unit and expansions of the ZAIDYN platform (including new agentic‑AI suites) indicate a deliberate shift toward scalable, productized offerings. These moves suggest expanding monetization levers beyond traditional consulting.

Market Expansion: Headcount and office count have risen, with a global footprint now spanning 40+ locations and new capacity in Hyderabad and Chicago. Inorganic moves such as the acquisition of Salesforce specialist Torrent Consulting extend reach in key healthcare cloud markets.

Strong Market Position & Advantage: Consistent Leader placements by Everest Group and IDC across life‑sciences and analytics services point to competitive strength in core domains. This positioning aligns with indications of healthy demand for ZS’s specialized offerings.

SteelSeries
Gaming • Hardware • Software
6 Offices
320 Employees
36 Benefits Hiring Now
SteelSeries is a global leader in hardware and software for gaming.

SteelSeries is a global leader in gaming. We create hardware and software that enhances the gaming experience, improves performance, and leads to winning. Want proof? Esports pros have won more prize money using our gear than with any other brand. Our philosophy is that professional quality gear benefits every gamer, whether they're playing with friends, streaming their favorite titles, or...

SteelSeries

SteelSeries's Top Stability & Growth Strengths

Profitability: Divisional profit for Gaming rose to DKK 310m with an 11.6% margin in 2025, and SteelSeries delivered a 16.4% margin in Q4 2025 despite lower sales. This points to pricing and mix supporting earnings resilience.

Strong Market Position & Advantage: Management describes market‑share gains in 2025 even as the peripherals market softened. A record Q4 2024 for SteelSeries underscores brand strength amid intense competition.

Future-Ready Strategy: GN guides Gaming to return to growth in 2026 with 7%–13% expected organic revenue growth, predicated on a modestly improving market. New premium launches into 2026 are positioned to support that trajectory.

Qualtrics
Artificial Intelligence • HR Tech • Information Technology • Software • Business Intelligence
Our mission is to help organizations serve and support customers and employees in proactive, personalized ways.

Qualtrics is trusted by thousands of the world’s best organizations to power exceptional customer and employee experiences that build deep human connections, increase customer loyalty, boost employee engagement, and drive business success. Our advanced AI and specialized Experience Agents™ allow businesses and governments to proactively interact with customers and employees in personalized ways across every channel and touchpoint, respond in-the-moment...

Qualtrics

Qualtrics's Top Stability & Growth Strengths

Strong Revenue Growth: Public filings report FY2022 revenue of $1.46B up 36% year over year and Q1 2023 up 22% year over year. A 2025 company update added that the business was “heading toward $2 billion in revenue.”

Market Expansion: The May 18, 2026 completion of the $6.75B Press Ganey Forsta acquisition broadens reach in healthcare and research and creates cross‑sell opportunities. Company commentary frames the integration as fusing experience and operational data to expand footprint.

Innovation-Driven Growth: AI capabilities are being emphasized, with statements that more than one‑third of customers upgraded and that monthly active use of AI solutions increased sharply year over year. Materials also highlight analyzing 3.5B+ conversations annually, indicating expanding product adoption.

Coupa
Artificial Intelligence • Fintech • Information Technology • Logistics • Payments • Business Intelligence • Generative AI
15 Offices
3,000 Employees
52 Benefits Hiring Now
Help Shape What's Next

Coupa is a global technology company that helps businesses run smarter by connecting all the ways they spend money — from procurement and expenses to payments and supply chain decisions — in one intelligent platform. In simple terms, Coupa gives organizations the visibility and control they need to make better financial choices, reduce waste, and drive real impact. It’s where...

Coupa

Coupa's Top Stability & Growth Strengths

Strong Revenue Growth: Revenue is described as reaching a record in Q4 FY26, with company updates also pointing to a continued ARR growth trajectory and strong Q1 FY27 performance. Platform spend flowing through the network in multiple quarters (e.g., hundreds of billions of dollars) underscores rising activity aligned with this momentum.

Market Expansion: Customer additions and expansions are frequent, including 100+ new logos in Q4 FY26, nearly 300 new customers in FY26, and 320+ new or expanded relationships in Q4 FY25 with over 1,450 for FY25. Subsequent quarters cite dozens of new logos and hundreds of renewals/expansions, indicating a widening footprint.

Innovation-Driven Growth: New AI offerings (Coupa Compose/Catalyst and Navi AI agents) and the Rossum acquisition broaden automation and document processing, supporting upsell and adoption. Company updates link strong quarterly performance to agentic AI and workflow automation.

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InterSystems
Artificial Intelligence • Big Data • Healthtech • Machine Learning • Software • Database • Analytics
Powering the world’s most important systems with data that saves lives, runs businesses, and shapes the future.

InterSystems builds the software that makes complex systems work—reliably, securely, and at scale. For more than 45 years, we’ve been the information engine behind some of the world’s most mission-critical applications in healthcare, government, and business. Our data management, integration, and analytics technologies help organizations connect disparate systems, turn data into insight, and deliver better outcomes. From enabling interoperable healthcare and...

InterSystems

InterSystems's Top Stability & Growth Strengths

Strong Revenue Growth: Public disclosures indicate revenue surpassed $1B in 2023 and remained above that level in 2024–2025, with 2024 noted at roughly $1.1B. These signals point to ongoing top‑line expansion.

Product Line Growth: Recent launches and releases such as IntelliCare and the 2026.1 updates for IRIS, IRIS for Health, and Health Connect highlight an active roadmap. This cadence is presented as expanding the addressable market and creating new upsell paths.

Strong Market Position & Advantage: Industry recognition places the company as a Leader in the 2026 Gartner Magic Quadrant for Enterprise EHRs and the 2025–2026 IDC MarketScape for analytical databases, alongside multiple 2026 Best in KLAS #1 rankings. These placements signal competitive strength and buyer traction in core markets.

Doodle Labs
Aerospace • Hardware • Internet of Things • Robotics • Wearables • App development • Automation
2 Offices
50 Employees
17 Benefits Hiring Now
Doodle Labs designs and produces industrial-grade wireless networking solutions.

Doodle Labs designs and produces industrial-grade wireless networking solutions. The company focuses on mesh networking for robotic systems, providing high throughput, long-range Mesh Rider solutions for UAVs, UGVs, AMRs and other robotic applications. The company’s Helix Mesh Rider Radio was developed with sponsorship from DIU and is the Blue UAS program’s datalink of choice. Doodle Labs was named one of Fast...

Doodle Labs

Doodle Labs's Top Stability & Growth Strengths

Product Line Growth: Recent releases and extensions of the Mesh Rider platform—including the soldier‑worn Wearable Mesh Rider (2024), Helix for extended‑range C2, Sense‑EW, Nano², and Boost—point to ongoing R&D and a broader SKU footprint. These additions expand use cases from onboard radios to team networking and longer‑range, interference‑resilient links.

Strategic Partnerships: Integrations with Auterion’s ecosystem, ModalAI VOXL 2/2 Mini, and platform wins such as PDW’s C100, plus collaborations like UKRSPECSYSTEMS and a Mouser distribution agreement, indicate widening OEM and channel adoption. Join‑ups with widely used autonomy stacks and controllers typically ease design‑in and accelerate market access.

Market Expansion: Active hiring across the U.S., Europe, and Singapore alongside plans to add manufacturing in the U.S. and Europe to meet rising demand signal geographic scaling. Blue UAS framework clearance and DIU’s broadened pathways expand procurement access within defense markets.

Micron Technology
Artificial Intelligence • Hardware • Information Technology • Machine Learning
12 Offices
45,000 Employees
72 Benefits Hiring Now
Your talent powers our future.

We are a world leader in innovative memory solutions that transform how the world uses information to enrich life for all. For over 45 years, our company has been instrumental to the world’s most significant technology advancements, delivering optimal memory and storage systems for a broad range of applications.

Micron Technology

Micron Technology's Top Stability & Growth Strengths

Strong Revenue Growth: Record fiscal Q3 2026 results showed sharply higher revenue versus both the prior quarter and year-ago period, and management projected an even stronger fiscal Q4. AI-driven demand in data-center memory and HBM is highlighted as a key tailwind.

Profitability: Record margins, earnings, and cash flow accompanied the top-line surge, reflecting improved pricing and mix. Operating cash flow rose sharply and the outlook implies further near-term strength.

Innovation-Driven Growth: HBM4 moved into high-volume shipments for lead platforms, with additional ramps in advanced server DRAM and PCIe Gen6 SSDs aligned to AI workloads. Management points to technology leadership and product-cycle momentum tied to AI infrastructure build-outs.

ServiceNow
Artificial Intelligence • Cloud • HR Tech • Information Technology • Productivity • Software • Automation
75 Offices
29,000 Employees
67 Benefits Hiring Now
We're putting AI to work for people.

As the AI platform for business transformation, we're putting AI to work across organizations — freeing people for work that matters. Making old tech work with new tech. Reaching across departments, from the front office to the back office and every office in between. Our ambition? To become the AI defining enterprise software company of the 21st century (or "AI...

ServiceNow

ServiceNow's Top Stability & Growth Strengths

Strong Revenue Growth: Subscription revenue is expanding at a double‑digit pace (Q2 2026 +24.5% YoY; cRPO +21%) with the full‑year subscription‑revenue outlook raised to ~$15.76–$15.78B. Q3 guidance implies roughly 20.5% subscription‑revenue growth, reinforcing momentum across the first half.

Innovation-Driven Growth: AI offerings are fueling outperformance in net new ACV, with continued traction for the AI Control Tower and related products and references to an AI business surpassing $1B in ACV. Adoption signals include more customers running AI agents in production and larger deals bundling multiple AI products.

Strategic Partnerships: Partnerships with NVIDIA, Microsoft, AWS, and Accenture are described as expanding the platform’s reach and accelerating AI‑driven demand. Ecosystem motions, including hyperscaler channels, are cited alongside co‑innovation that broadens distribution and use cases.

Snap Inc.
Artificial Intelligence • Cloud • Machine Learning • Mobile • Software • Virtual Reality • App development
Snap is a technology company.

We contribute to human progress by empowering people to express themselves, live in the moment, learn about the world, and have fun together.

Snap Inc.

Snap Inc.'s Top Stability & Growth Strengths

Strong Revenue Growth: Revenue rose 12% year over year in Q1 2026 to about $1.53B, following an 11% increase for full-year 2025. Growth was supported by higher ad impressions and expanding “Other revenue” lines.

Healthy Cash Flow: Free cash flow reached $286M in Q1 2026 with operating cash flow of $327M. Adjusted EBITDA more than doubled to $233M, reflecting margin expansion.

Diversified Revenue Streams: Other revenue grew 87% year over year in Q1 2026, led by subscriptions like Snapchat+ and new storage plans. Direct revenue reached an approximately $1B annualized run rate with more than 25M subscribers.

Flywire
Fintech • Payments • Software
14 Offices
1,200 Employees
69 Benefits Hiring Now
Delivering the most important and complex payments.

Flywire is a global payments enablement and software company. We combine our proprietary global payments network, next-gen payments platform and vertical-specific software to deliver the most important and complex payments for our clients and their customers.

Flywire

Flywire's Top Stability & Growth Strengths

Strong Revenue Growth: Recent filings and disclosures describe strong increases in revenue and total payment volume through FY2025 and into Q1 2026, with management lifting full‑year 2026 growth targets. The raised outlook after a broad‑based first‑quarter beat reinforces momentum across core metrics.

Profitability: Operating leverage is evident as adjusted EBITDA margins expanded and net income turned positive in 2025 and Q1 2026. Management also guided to further margin expansion for 2026.

Market Expansion: Growth is described as broad‑based across education, travel, healthcare, and B2B, aided by new client wins, geographic reach, and integrations such as Workday Student. Acquisitions like Sertifi have extended presence in hospitality and contributed to top‑line gains.

Dynatrace
Artificial Intelligence • Big Data • Cloud • Information Technology • Software • Big Data Analytics • Automation
Dynatrace delivers answers and intelligent automation from data.

Dynatrace lets customers understand their business like never before, so they can see beyond the complexity, find and fix problems faster and automate manual tasks with Al — so they can focus on what truly matters: running their business.

Dynatrace

Dynatrace's Top Stability & Growth Strengths

Strong Revenue Growth: Revenue and ARR are expanding at a mid‑ to high‑teens clip, with FY26 revenue up 19% and ARR up 18%, and FY27 guidance calling for continued mid‑teens growth. Record large deals over $1M ACV in Q4 FY26 and consistent ARR momentum underpin this trajectory.

Profitability: Operating performance indicates disciplined scale, with FY26 GAAP operating margin at 12% and non‑GAAP at 29%. Management described results as balanced growth with profitability.

Product Line Growth: Log management consumption grew more than 100% year over year in Q4 FY26, and acquisitions such as DevCycle and Bindplane broaden the platform’s capabilities. This momentum supports larger, multi‑product platform adoption.

IDeaS
Software • Analytics • Hospitality
5 Offices
702 Employees
65 Benefits Hiring Now
Founded on a spirit of innovation and collaboration, IDeaS works to provide precise, data-driven decisions users trust.

IDeaS is a company of innovators, collaborators, and educators. Founded in 1989, with the goal to revolutionize revenue management for businesses worldwide. The company's founders were pioneers in revenue science, and IDeaS has continued to lead the way in this field ever since, particularly in the hospitality and travel industries. We use advanced mathematics and industry expertise to turn data into...

IDeaS

IDeaS's Top Stability & Growth Strengths

Product Line Growth: New offerings like Rate Data Advantage and enhancements to Spotlight, along with expanded integrations (e.g., Stayntouch PMS and Hotel Insider), show active expansion beyond core RMS. Rapid uptake of new modules (including thousands of early RDA adopters) and rising use of Optix underscore momentum across the broader commercial suite.

Strong Market Position & Advantage: Independent analyst placement as a Leader in IDC’s 2026 MarketScape and multi-category recognition in the 2026 HotelTechAwards indicate a durable competitive position. Enterprise-scale references and visibility across sector rankings reinforce standing among a small cohort of top vendors.

Market Expansion: New wins across segments and regions—such as Windstar Cruises and ATLANTIC Hotels—accompany a stated global footprint exceeding 31,000 installations. Portfolio-level rollouts and increased adoption among independents and small groups point to deeper penetration across customer tiers.

Zscaler
Cloud • Information Technology • Security • Software • Cybersecurity
32 Offices
8,697 Employees
49 Benefits Hiring Now
Secure, simplify, and transform your enterprise with zero trust.

Zscaler accelerates digital transformation so our customers can be more agile, efficient, resilient, and secure. Our cloud native Zero Trust Exchange platform protects thousands of customers from cyberattacks and data loss by securely connecting users, devices, and applications in any location.

Zscaler

Zscaler's Top Stability & Growth Strengths

Strong Revenue Growth: Revenue is growing at a mid-20s clip, with Q3 FY2026 up 25% to $850.5 million and full-year guidance raised to about $3.33 billion. ARR in the mid-$3 billion range and RPO around $6.5 billion (up roughly 30% year over year) support visibility into future revenue.

Profitability: Non-GAAP profitability improved year over year, with Q3 delivering a record 23% non-GAAP operating margin. Management also increased non-GAAP operating income and EPS guidance alongside the raised revenue outlook.

Healthy Cash Flow: Free cash flow was $136 million in Q3 (about 16% of revenue), and deferred revenue rose 25% year over year to $2.48 billion. Full-year free-cash-flow margin is still guided to the low-20s despite higher capex.

Morningstar
Artificial Intelligence • Big Data • Enterprise Web • Fintech • Software • Financial Services
30 Offices
11,500 Employees
57 Benefits Hiring Now
Empowering Investor Success

At Morningstar, we believe in building great products in-house in a highly collaborative, agile environment where we focus on technical excellence, the user experience, and continuous improvement. Our technologists represent a range of skills and experience levels, but they all view their work as a craft and push technology’s boundaries.

Morningstar

Morningstar's Top Stability & Growth Strengths

Strong Revenue Growth: Full-year 2025 revenue increased mid- to high‑single digits (about 7–8% with roughly 8% organic), and Q1 2026 reported revenue rose 10.8% with 7.6% organic growth. Disclosures point to contributions from Morningstar Credit, the Morningstar Direct Platform, PitchBook, and Morningstar Retirement.

Profitability: Operating income expanded sharply in Q1 2026 (+36.6%) alongside a 50% increase in diluted EPS, following higher operating and adjusted operating income in 2025. These results indicate operating leverage continuing into 2026.

Cost & Operational Efficiency: Headcount was essentially flat from 2023 to 2026 while revenue and margins improved, implying productivity and pricing/mix as key growth drivers. Targeted reorganizations cited in filings supported margin expansion and focus.

Ambiq
Hardware • Internet of Things • Software • Wearables • Semiconductor
4 Offices
220 Employees
38 Benefits Hiring Now
Join the Team Powering the Future of Edge AI

Ambiq® enables intelligence (AI and beyond) everywhere by delivering the lowest-power semiconductor solutions for battery-powered edge devices. As a pioneer in ultra-low power SoCs, Ambiq empowers wearables, IoT, smart home, healthcare, and industrial products with always-on, energy-efficient intelligence. Backed by our SPOT® technology and global innovation leadership, Ambiq is shaping the future of edge AI.

Ambiq

Ambiq 's Top Stability & Growth Strengths

Strong Revenue Growth: Net sales are re‑accelerating in 2026, with a sharp year‑over‑year increase in Q1 and guidance pointing to strong sequential gains into Q2. This momentum follows sequential growth through 2025 and reflects rising demand for higher‑value Apollo platforms and edge‑AI use cases.

Investor Backing & Capital Strength: The company closed an upsized follow‑on equity offering in June 2026 and previously completed an IPO, adding substantial capital to fund expansion. Management cites a solid cash position with no debt, positioning the firm to invest in R&D and go‑to‑market.

Innovation-Driven Growth: Ambiq is advancing its 12 nm SPOT platform and Atomiq SoC while expanding R&D in Singapore, signaling a strong pipeline for ultra‑low‑power edge AI. A large majority of recent units shipped are running AI algorithms, indicating a mix shift toward higher‑value, AI‑centric platforms.

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